Projects
Things I've built and am building
My work spans zero-to-one product builds, large-scale production systems, and independent experiments.
Metrics Dashboard
Problem: Wanted to observe daily habits without a productivity app.
A static heatmap dashboard powered by Obsidian frontmatter data, exported as JSON and rendered as a GitHub-style contribution graph. Tracks four daily habits with week-type annotations and milestone markers.
State Overflow
Problem: Wanted a space to explore data-driven thinking about everyday decisions.
A newsletter that applies a data scientist's lens to topics like habits, decision-making, and personal systems. Published on Substack.
Knowledge OS
Problem: Too much noise in tech news; wanted a personalized, high-signal daily digest.
A personalized Hacker News digest delivered daily via WhatsApp. Uses sentence-transformer embeddings to semantically match stories to configured topics (AI/ML, data science, parenting, philosophy), with author reputation tracking, engagement opportunity detection, and deduplication — all backed by SQLite.
Memo Agent
Problem: Wanted a way to save and retrieve links and notes from messaging apps without leaving the conversation.
A keyword-triggered knowledge base that works across WhatsApp, Telegram, and Discord. Send "memo <url>" to save with automatic metadata extraction and auto-tagging. Search by person, tag, or text — all backed by local SQLite for privacy.